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Paper Abstract and Keywords
Presentation 2017-12-21 15:20
Consideration on the Structure of Real-time Video Analysis Framework using Kafka and Spark Streaming
Ayae Ichinose (Ochanomizu Univ.), Atsuko Takefusa (NII), Hidemoto Nakada (AIST), Masato Oguchi (Ochanomizu Univ.) MoNA2017-39
Abstract (in Japanese) (See Japanese page) 
(in English) As the use of various sensors and cloud computing technologies has spread, many life-log analysis applications for safety services for the elderly and children have been developed. In this type of services, the analysis is typically performed by processing the sensor data in clouds, since it is difficult to perform all of the analysis by installing servers and storage in homes. In this study, we propose a video analysis framework that collects videos from multiple cameras and analyzes them using Apache Kafka and Apache Spark Streaming. We vary the cluster configuration and parameter setting and measure the data analysis throughput.
Keyword (in Japanese) (See Japanese page) 
(in English) Spark Streaming / Apache Kafka / Video analysis / Real-time processing / / / /  
Reference Info. IEICE Tech. Rep., vol. 117, no. 371, MoNA2017-39, pp. 59-63, Dec. 2017.
Paper # MoNA2017-39 
Date of Issue 2017-12-14 (MoNA) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
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reproduction
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
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Conference Information
Committee MoNA  
Conference Date 2017-12-21 - 2017-12-21 
Place (in Japanese) (See Japanese page) 
Place (in English) Ochanomizu University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Cloud computing, Big data, Wireless network, etc. 
Paper Information
Registration To MoNA 
Conference Code 2017-12-MoNA 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Consideration on the Structure of Real-time Video Analysis Framework using Kafka and Spark Streaming 
Sub Title (in English)  
Keyword(1) Spark Streaming  
Keyword(2) Apache Kafka  
Keyword(3) Video analysis  
Keyword(4) Real-time processing  
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1st Author's Name Ayae Ichinose  
1st Author's Affiliation Ochanomizu University (Ochanomizu Univ.)
2nd Author's Name Atsuko Takefusa  
2nd Author's Affiliation National Institute of Informatics (NII)
3rd Author's Name Hidemoto Nakada  
3rd Author's Affiliation National Institute of Advanced Industrial Science and Technology (AIST) (AIST)
4th Author's Name Masato Oguchi  
4th Author's Affiliation Ochanomizu University (Ochanomizu Univ.)
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Speaker Author-1 
Date Time 2017-12-21 15:20:00 
Presentation Time 25 minutes 
Registration for MoNA 
Paper # MoNA2017-39 
Volume (vol) vol.117 
Number (no) no.371 
Page pp.59-63 
#Pages
Date of Issue 2017-12-14 (MoNA) 


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